Table Data - All Employees: Private Service Providing in Anaheim-Santa Ana-Irvine, CA (MD)
| Title | All Employees: Private Service Providing in Anaheim-Santa Ana-Irvine, CA (MD) |
|---|---|
| Series ID | SMU06112440800000001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2025-11-01 |
| Last Updated | 2026-01-08 12:33 AM CST |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 745.713777369590 |
| 1990-02-01 | 748.623583849393 |
| 1990-03-01 | 748.310607981042 |
| 1990-04-01 | 747.435376272240 |
| 1990-05-01 | 747.705548344739 |
| 1990-06-01 | 749.236827737933 |
| 1990-07-01 | 750.336136127383 |
| 1990-08-01 | 752.236465322368 |
| 1990-09-01 | 750.728719888906 |
| 1990-10-01 | 752.140761480154 |
| 1990-11-01 | 753.856657862157 |
| 1990-12-01 | 751.133217299103 |
| 1991-01-01 | 760.348701060766 |
| 1991-02-01 | 756.120263620500 |
| 1991-03-01 | 750.890045124164 |
| 1991-04-01 | 756.697787720177 |
| 1991-05-01 | 755.426383087249 |
| 1991-06-01 | 755.868571084554 |
| 1991-07-01 | 753.923883334916 |
| 1991-08-01 | 753.658093553789 |
| 1991-09-01 | 754.258894416853 |
| 1991-10-01 | 755.354150216821 |
| 1991-11-01 | 751.907901229575 |
| 1991-12-01 | 747.148676387670 |
| 1992-01-01 | 752.147928471174 |
| 1992-02-01 | 748.538881945520 |
| 1992-03-01 | 750.669171707190 |
| 1992-04-01 | 753.593332636381 |
| 1992-05-01 | 753.690803559039 |
| 1992-06-01 | 753.620086506641 |
| 1992-07-01 | 755.668399390499 |
| 1992-08-01 | 755.046772936988 |
| 1992-09-01 | 755.399672550385 |
| 1992-10-01 | 760.296262488051 |
| 1992-11-01 | 759.424060223402 |
| 1992-12-01 | 757.581293709801 |
| 1993-01-01 | 758.139494679921 |
| 1993-02-01 | 757.911562592421 |
| 1993-03-01 | 758.790447861396 |
| 1993-04-01 | 757.415025200635 |
| 1993-05-01 | 759.150371934556 |
| 1993-06-01 | 758.031415960165 |
| 1993-07-01 | 758.608892026004 |
| 1993-08-01 | 759.350775790207 |
| 1993-09-01 | 760.584429068997 |
| 1993-10-01 | 759.738033920771 |
| 1993-11-01 | 758.568630774156 |
| 1993-12-01 | 760.924102833320 |
| 1994-01-01 | 760.120590899893 |
| 1994-02-01 | 761.667010791082 |
| 1994-03-01 | 763.706629604543 |
| 1994-04-01 | 763.216795967986 |
| 1994-05-01 | 762.151670622526 |
| 1994-06-01 | 763.353758379395 |
| 1994-07-01 | 766.695429263650 |
| 1994-08-01 | 768.005070277634 |
| 1994-09-01 | 770.904060561178 |
| 1994-10-01 | 771.064260735808 |
| 1994-11-01 | 774.696951818180 |
| 1994-12-01 | 777.152933385601 |
| 1995-01-01 | 779.723567074148 |
| 1995-02-01 | 782.243610235164 |
| 1995-03-01 | 782.492039871096 |
| 1995-04-01 | 782.908207209006 |
| 1995-05-01 | 784.942356801108 |
| 1995-06-01 | 788.887483783693 |
| 1995-07-01 | 785.797945184858 |
| 1995-08-01 | 792.048168568413 |
| 1995-09-01 | 793.671143810503 |
| 1995-10-01 | 792.483058647322 |
| 1995-11-01 | 797.253181710533 |
| 1995-12-01 | 799.423875685402 |
| 1996-01-01 | 799.970050221545 |
| 1996-02-01 | 801.652214483759 |
| 1996-03-01 | 801.878583539352 |
| 1996-04-01 | 804.651340870254 |
| 1996-05-01 | 807.612833259279 |
| 1996-06-01 | 809.020338699872 |
| 1996-07-01 | 805.320583903138 |
| 1996-08-01 | 808.334731570709 |
| 1996-09-01 | 808.333694315044 |
| 1996-10-01 | 809.319967763627 |
| 1996-11-01 | 812.921398657324 |
| 1996-12-01 | 815.038186259574 |
| 1997-01-01 | 815.647717769877 |
| 1997-02-01 | 817.651592358717 |
| 1997-03-01 | 822.351312300138 |
| 1997-04-01 | 834.393062868689 |
| 1997-05-01 | 837.536858729753 |
| 1997-06-01 | 840.574627333178 |
| 1997-07-01 | 843.182722754842 |
| 1997-08-01 | 845.666631531980 |
| 1997-09-01 | 846.095974034849 |
| 1997-10-01 | 855.538669337924 |
| 1997-11-01 | 857.578629233672 |
| 1997-12-01 | 862.065476768750 |
| 1998-01-01 | 874.389930955445 |
| 1998-02-01 | 873.636674070368 |
| 1998-03-01 | 874.215758436531 |
| 1998-04-01 | 880.274836864430 |
| 1998-05-01 | 884.631225068320 |
| 1998-06-01 | 887.310323489317 |
| 1998-07-01 | 893.495975240126 |
| 1998-08-01 | 896.936430413429 |
| 1998-09-01 | 899.112824966714 |
| 1998-10-01 | 901.731737119788 |
| 1998-11-01 | 903.399092172596 |
| 1998-12-01 | 904.803307911086 |
| 1999-01-01 | 907.817646585064 |
| 1999-02-01 | 911.002430030006 |
| 1999-03-01 | 912.748814159265 |
| 1999-04-01 | 920.143583127833 |
| 1999-05-01 | 919.912006191867 |
| 1999-06-01 | 920.962798725537 |
| 1999-07-01 | 925.388446744315 |
| 1999-08-01 | 925.778085629962 |
| 1999-09-01 | 928.948388445910 |
| 1999-10-01 | 930.911098197854 |
| 1999-11-01 | 932.377006916697 |
| 1999-12-01 | 933.529744268025 |
| 2000-01-01 | 938.586144961373 |
| 2000-02-01 | 941.911704174094 |
| 2000-03-01 | 944.196846355434 |
| 2000-04-01 | 945.381469687708 |
| 2000-05-01 | 945.265167237961 |
| 2000-06-01 | 950.983544377134 |
| 2000-07-01 | 953.070539045065 |
| 2000-08-01 | 957.949159554338 |
| 2000-09-01 | 961.502953961139 |
| 2000-10-01 | 960.231350154135 |
| 2000-11-01 | 961.891865660322 |
| 2000-12-01 | 963.775644911704 |
| 2001-01-01 | 982.354944882638 |
| 2001-02-01 | 981.057275887500 |
| 2001-03-01 | 982.377826667888 |
| 2001-04-01 | 981.233935426440 |
| 2001-05-01 | 979.549970062106 |
| 2001-06-01 | 979.677192118383 |
| 2001-07-01 | 973.889036760922 |
| 2001-08-01 | 974.395564079574 |
| 2001-09-01 | 972.700872561908 |
| 2001-10-01 | 971.188064254087 |
| 2001-11-01 | 971.766097298756 |
| 2001-12-01 | 971.679965922322 |
| 2002-01-01 | 972.440414231490 |
| 2002-02-01 | 973.635942316564 |
| 2002-03-01 | 976.389918268819 |
| 2002-04-01 | 975.188355342699 |
| 2002-05-01 | 978.468346478454 |
| 2002-06-01 | 979.734617558385 |
| 2002-07-01 | 980.789136604275 |
| 2002-08-01 | 984.314948364186 |
| 2002-09-01 | 987.418969047672 |
| 2002-10-01 | 992.845623694368 |
| 2002-11-01 | 994.000904249837 |
| 2002-12-01 | 997.917771397155 |
| 2003-01-01 | 999.371340231473 |
| 2003-02-01 | 1001.183075190710 |
| 2003-03-01 | 1002.265018826300 |
| 2003-04-01 | 1006.384736169820 |
| 2003-05-01 | 1008.981334058500 |
| 2003-06-01 | 1011.016194243890 |
| 2003-07-01 | 1016.143170801030 |
| 2003-08-01 | 1018.372822703650 |
| 2003-09-01 | 1018.565145707790 |
| 2003-10-01 | 1022.591532659770 |
| 2003-11-01 | 1023.439851102860 |
| 2003-12-01 | 1021.719089883720 |
| 2004-01-01 | 1022.404581526400 |
| 2004-02-01 | 1022.263828389160 |
| 2004-03-01 | 1024.653107998950 |
| 2004-04-01 | 1028.534323564230 |
| 2004-05-01 | 1032.596368080120 |
| 2004-06-01 | 1033.401457288360 |
| 2004-07-01 | 1037.933023121260 |
| 2004-08-01 | 1037.561559172350 |
| 2004-09-01 | 1035.327992953330 |
| 2004-10-01 | 1041.403484258330 |
| 2004-11-01 | 1046.006205170060 |
| 2004-12-01 | 1047.623391745400 |
| 2005-01-01 | 1049.575466199710 |
| 2005-02-01 | 1053.025017917280 |
| 2005-03-01 | 1053.353156904640 |
| 2005-04-01 | 1058.023224990640 |
| 2005-05-01 | 1058.274278081470 |
| 2005-06-01 | 1060.652435503920 |
| 2005-07-01 | 1060.932568303050 |
| 2005-08-01 | 1062.124894479180 |
| 2005-09-01 | 1065.311999662340 |
| 2005-10-01 | 1063.081613524590 |
| 2005-11-01 | 1065.175158283590 |
| 2005-12-01 | 1068.697839839880 |
| 2006-01-01 | 1071.132327183980 |
| 2006-02-01 | 1075.230717054470 |
| 2006-03-01 | 1078.012223101740 |
| 2006-04-01 | 1077.537517312350 |
| 2006-05-01 | 1079.053523580400 |
| 2006-06-01 | 1081.530914364920 |
| 2006-07-01 | 1081.302484858690 |
| 2006-08-01 | 1083.466672829310 |
| 2006-09-01 | 1084.492514262270 |
| 2006-10-01 | 1086.658614134710 |
| 2006-11-01 | 1085.320552758810 |
| 2006-12-01 | 1086.244494327320 |
| 2007-01-01 | 1084.236638124900 |
| 2007-02-01 | 1083.826011025700 |
| 2007-03-01 | 1084.528360964810 |
| 2007-04-01 | 1080.061643978650 |
| 2007-05-01 | 1077.837362747160 |
| 2007-06-01 | 1078.172413358200 |
| 2007-07-01 | 1082.952382242430 |
| 2007-08-01 | 1081.262100147910 |
| 2007-09-01 | 1081.045443135550 |
| 2007-10-01 | 1079.970032995320 |
| 2007-11-01 | 1081.485248750050 |
| 2007-12-01 | 1080.598610689140 |
| 2008-01-01 | 1082.695611348580 |
| 2008-02-01 | 1081.309379947170 |
| 2008-03-01 | 1079.402519258250 |
| 2008-04-01 | 1078.921967447030 |
| 2008-05-01 | 1075.574021966210 |
| 2008-06-01 | 1072.598242021340 |
| 2008-07-01 | 1069.889173314150 |
| 2008-08-01 | 1064.809058194560 |
| 2008-09-01 | 1062.335662407440 |
| 2008-10-01 | 1053.605213491980 |
| 2008-11-01 | 1044.359780189630 |
| 2008-12-01 | 1037.137568288000 |
| 2009-01-01 | 1029.707019128750 |
| 2009-02-01 | 1021.360386166630 |
| 2009-03-01 | 1014.961970899690 |
| 2009-04-01 | 1006.794281246380 |
| 2009-05-01 | 1002.995023045910 |
| 2009-06-01 | 998.183598484582 |
| 2009-07-01 | 991.955619027519 |
| 2009-08-01 | 988.597817729813 |
| 2009-09-01 | 989.647433733246 |
| 2009-10-01 | 992.488698073236 |
| 2009-11-01 | 990.524527563521 |
| 2009-12-01 | 991.491685890113 |
| 2010-01-01 | 992.220470245719 |
| 2010-02-01 | 992.251974530714 |
| 2010-03-01 | 990.839501182762 |
| 2010-04-01 | 997.258426160825 |
| 2010-05-01 | 999.018056449223 |
| 2010-06-01 | 1000.550120725860 |
| 2010-07-01 | 1002.226331602650 |
| 2010-08-01 | 1002.990757938250 |
| 2010-09-01 | 1002.673693524010 |
| 2010-10-01 | 1007.422548985610 |
| 2010-11-01 | 1007.438687588770 |
| 2010-12-01 | 1009.048677995710 |
| 2011-01-01 | 1009.815542030610 |
| 2011-02-01 | 1011.026908110050 |
| 2011-03-01 | 1010.930700608080 |
| 2011-04-01 | 1009.523429129570 |
| 2011-05-01 | 1008.713290077250 |
| 2011-06-01 | 1010.847125186960 |
| 2011-07-01 | 1017.756547682700 |
| 2011-08-01 | 1017.853407929040 |
| 2011-09-01 | 1021.762832995980 |
| 2011-10-01 | 1014.744819467100 |
| 2011-11-01 | 1019.665234058550 |
| 2011-12-01 | 1022.029467723580 |
| 2012-01-01 | 1024.708366416560 |
| 2012-02-01 | 1027.805434343190 |
| 2012-03-01 | 1033.020852836880 |
| 2012-04-01 | 1039.076749265720 |
| 2012-05-01 | 1044.412808865060 |
| 2012-06-01 | 1048.728063062740 |
| 2012-07-01 | 1048.362882073070 |
| 2012-08-01 | 1050.667970082660 |
| 2012-09-01 | 1055.241325500720 |
| 2012-10-01 | 1056.437152599450 |
| 2012-11-01 | 1062.545819055350 |
| 2012-12-01 | 1064.849612753440 |
| 2013-01-01 | 1064.925414439320 |
| 2013-02-01 | 1071.417153139000 |
| 2013-03-01 | 1072.850489705940 |
| 2013-04-01 | 1076.594720731510 |
| 2013-05-01 | 1078.742630870650 |
| 2013-06-01 | 1081.438833423880 |
| 2013-07-01 | 1081.677175209410 |
| 2013-08-01 | 1083.748300890210 |
| 2013-09-01 | 1083.443776616920 |
| 2013-10-01 | 1081.065724179950 |
| 2013-11-01 | 1086.294123612960 |
| 2013-12-01 | 1086.934239189630 |
| 2014-01-01 | 1089.212028800460 |
| 2014-02-01 | 1091.878458640720 |
| 2014-03-01 | 1094.851998559810 |
| 2014-04-01 | 1098.019307801470 |
| 2014-05-01 | 1102.310894693300 |
| 2014-06-01 | 1103.781536719710 |
| 2014-07-01 | 1104.664178945080 |
| 2014-08-01 | 1108.517611821570 |
| 2014-09-01 | 1111.603028801030 |
| 2014-10-01 | 1115.768997080940 |
| 2014-11-01 | 1120.666105563850 |
| 2014-12-01 | 1124.780455845210 |
| 2015-01-01 | 1126.443334252440 |
| 2015-02-01 | 1128.369232527190 |
| 2015-03-01 | 1131.305658242540 |
| 2015-04-01 | 1133.518093112040 |
| 2015-05-01 | 1136.439621554630 |
| 2015-06-01 | 1138.723117426270 |
| 2015-07-01 | 1144.146000821270 |
| 2015-08-01 | 1146.405585791950 |
| 2015-09-01 | 1149.165289649320 |
| 2015-10-01 | 1152.316858180160 |
| 2015-11-01 | 1152.862646834450 |
| 2015-12-01 | 1156.358035054960 |
| 2016-01-01 | 1161.174698249870 |
| 2016-02-01 | 1164.145539164520 |
| 2016-03-01 | 1163.586964819070 |
| 2016-04-01 | 1166.047936726980 |
| 2016-05-01 | 1165.280061378250 |
| 2016-06-01 | 1164.269093134690 |
| 2016-07-01 | 1172.756666803150 |
| 2016-08-01 | 1173.008891368050 |
| 2016-09-01 | 1178.634570263680 |
| 2016-10-01 | 1182.831624030700 |
| 2016-11-01 | 1187.710927164190 |
| 2016-12-01 | 1188.346387372400 |
| 2017-01-01 | 1182.555896632390 |
| 2017-02-01 | 1183.791539995250 |
| 2017-03-01 | 1188.180779523990 |
| 2017-04-01 | 1189.245675316770 |
| 2017-05-01 | 1194.592865503700 |
| 2017-06-01 | 1197.733730806890 |
| 2017-07-01 | 1198.030250270980 |
| 2017-08-01 | 1201.933663868240 |
| 2017-09-01 | 1206.783390209930 |
| 2017-10-01 | 1205.645085753640 |
| 2017-11-01 | 1208.288305159170 |
| 2017-12-01 | 1212.583351553930 |
| 2018-01-01 | 1216.404269345920 |
| 2018-02-01 | 1220.386752213820 |
| 2018-03-01 | 1224.041030897830 |
| 2018-04-01 | 1221.599085997940 |
| 2018-05-01 | 1221.914400073000 |
| 2018-06-01 | 1223.242726405270 |
| 2018-07-01 | 1226.226764678740 |
| 2018-08-01 | 1229.204570493450 |
| 2018-09-01 | 1227.669542548860 |
| 2018-10-01 | 1227.858094332040 |
| 2018-11-01 | 1230.121393465700 |
| 2018-12-01 | 1231.607207504250 |
| 2019-01-01 | 1233.844105705970 |
| 2019-02-01 | 1238.048094562660 |
| 2019-03-01 | 1240.622408954410 |
| 2019-04-01 | 1243.981568230130 |
| 2019-05-01 | 1247.014764960780 |
| 2019-06-01 | 1247.695172391180 |
| 2019-07-01 | 1249.138648755170 |
| 2019-08-01 | 1249.727607273120 |
| 2019-09-01 | 1248.863454402390 |
| 2019-10-01 | 1249.755044732870 |
| 2019-11-01 | 1252.691213701490 |
| 2019-12-01 | 1251.248325943650 |
| 2020-01-01 | 1257.362592443360 |
| 2020-02-01 | 1260.122011315860 |
| 2020-03-01 | 1241.443125085240 |
| 2020-04-01 | 1022.765437292670 |
| 2020-05-01 | 1015.221258764010 |
| 2020-06-01 | 1067.941008807630 |
| 2020-07-01 | 1075.674354824440 |
| 2020-08-01 | 1079.290287737680 |
| 2020-09-01 | 1095.391941362590 |
| 2020-10-01 | 1121.353182095540 |
| 2020-11-01 | 1138.690781571730 |
| 2020-12-01 | 1125.921810516280 |
| 2021-01-01 | 1110.308491944800 |
| 2021-02-01 | 1135.536600470580 |
| 2021-03-01 | 1147.212240276020 |
| 2021-04-01 | 1160.424247766510 |
| 2021-05-01 | 1168.560300505330 |
| 2021-06-01 | 1173.614519873070 |
| 2021-07-01 | 1193.376969804350 |
| 2021-08-01 | 1196.880040442830 |
| 2021-09-01 | 1195.401821612970 |
| 2021-10-01 | 1218.974865161150 |
| 2021-11-01 | 1224.825751361110 |
| 2021-12-01 | 1230.600995492260 |
| 2022-01-01 | 1223.996125645010 |
| 2022-02-01 | 1238.053369904360 |
| 2022-03-01 | 1241.723989613590 |
| 2022-04-01 | 1246.676910842280 |
| 2022-05-01 | 1247.140034579040 |
| 2022-06-01 | 1249.720150471400 |
| 2022-07-01 | 1248.904724368690 |
| 2022-08-01 | 1251.762618565740 |
| 2022-09-01 | 1253.348745058270 |
| 2022-10-01 | 1253.307176776800 |
| 2022-11-01 | 1253.537469908820 |
| 2022-12-01 | 1252.319060091380 |
| 2023-01-01 | 1248.997073512810 |
| 2023-02-01 | 1251.998808677080 |
| 2023-03-01 | 1253.210721071890 |
| 2023-04-01 | 1253.887570341640 |
| 2023-05-01 | 1258.666471729220 |
| 2023-06-01 | 1259.171729219550 |
| 2023-07-01 | 1258.811915845750 |
| 2023-08-01 | 1261.517621783190 |
| 2023-09-01 | 1263.627103574880 |
| 2023-10-01 | 1260.831626301180 |
| 2023-11-01 | 1260.789798532290 |
| 2023-12-01 | 1261.172939135090 |
| 2024-01-01 | 1271.983825499110 |
| 2024-02-01 | 1268.073821915070 |
| 2024-03-01 | 1267.000191959360 |
| 2024-04-01 | 1264.302529103920 |
| 2024-05-01 | 1263.330387745460 |
| 2024-06-01 | 1260.136312091920 |
| 2024-07-01 | 1265.835776257100 |
| 2024-08-01 | 1265.346887787290 |
| 2024-09-01 | 1263.259125908270 |
| 2024-10-01 | 1264.277342523760 |
| 2024-11-01 | 1265.559405339640 |
| 2024-12-01 | 1266.953507847990 |
| 2025-01-01 | 1266.522666774960 |
| 2025-02-01 | 1268.786613644130 |
| 2025-03-01 | 1270.605058298270 |
| 2025-04-01 | 1270.461367243060 |
| 2025-05-01 | 1271.586590291460 |
| 2025-06-01 | 1272.011795957540 |
| 2025-07-01 | 1272.150756391390 |
| 2025-08-01 | 1270.486584527750 |
| 2025-09-01 | 1271.159869769830 |
| 2025-10-01 | 1273.197180915250 |
| 2025-11-01 | 1274.205410852630 |